Computing Similar Graphlets for a Given Graphlet
You can fetch the k most similar graphlets for a given graphlet as described in the following code:
opg4j> var similars = model.computeSimilars(52, 10)PgxFrame similars = model.computeSimilars(52, 10);similars = model.compute_similars(52, 10)Searching for similar vertices for graphlet with ID = 52 using the trained model and printing it with similars.print(), will result in the following output:
+----------------------------------+
| dstGraphlet | similarity |
+----------------------------------+
| 52 | 1.0 |
| 10 | 0.8748674392700195 |
| 23 | 0.8551455140113831 |
| 26 | 0.8493421673774719 |
| 47 | 0.8411962985992432 |
| 25 | 0.8281504511833191 |
| 43 | 0.8202780485153198 |
| 24 | 0.8179885745048523 |
| 8 | 0.796689510345459 |
| 9 | 0.7947834134101868 |
+----------------------------------+The following depicts the visualization of two similar graphlets (top: ID = 52 and bottom: ID = 10):
Figure: Pg2vec - Visualization of Two Similar Graphlets
